{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 获取学校官网“招投标”页面"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 导入模块\n",
    "from requests_html import HTMLSession\n",
    "import requests_html\n",
    "import pandas as pd\n",
    "import urllib.parse"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 请求网站，转换为HTML文件并存储"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 定义名称，请求网站\n",
    "session = HTMLSession()\n",
    "r = session.get(\"https://www.nfu.edu.cn/ztb/index.htm\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'<!DOCTYPE html>\\n<html><head><meta http-equiv=\"Content-Type\" content=\"text/html; charset=UTF-8\">\\n\\t<meta name=\"renderer\" content=\"webkit\">\\n\\t<meta http-equiv=\"x-ua-compatible\" content=\"IE=edge\">\\n\\n\\t<title>招投标 - 广州南方学院</title>\\n\\t<meta name=\"keywords\" content=\"\">\\n\\t<meta name=\"description\" content=\"\">\\n\\t\\n\\t<link rel=\"stylesheet\" type=\"text/css\" href=\"../css/swiper-3.3.1.min.css\">\\n\\t<link href=\"../css/lin.css\" rel=\"stylesheet\" type=\"text/css\">\\n\\n\\t<script src=\"../js/jquery-1.11.3.min.js\"></script>\\n\\t<script src=\"../js/jquery-1.11.1.js\"></script>\\n\\t<script src=\"../js/jquery.easie-min.js\" type=\"text/javascript\"></script>\\n\\t<script src=\"../js/swiper.min.js\" type=\"text/javascript\"></script>\\n\\t<script src=\"../js/lin.js\"></script>\\n\\t\\n\\t\\n\\t<link href=\"../css/page.css\" rel=\"stylesheet\" type=\"text/css\">\\n\\t<link href=\"http://www.nfu.edu.cn/Public/favicon.ico\" rel=\"Shortcut Icon\">\\n\\t<link href=\"http://www.nfu.edu.cn/Public/favicon.ico\" rel=\"Bookmark\">\\n\\n<script type=\"text/javascript\"> \\n\\tvar browser={\\n\\t    versions:function(){\\n\\t        var u = navigator.userAgent, app = navigator.appVersion;\\n\\t        return {//移动终端浏览器版本信息\\n\\t            trident: u.indexOf(\\'Trident\\') > -1, //IE内核\\n\\t            presto: u.indexOf(\\'Presto\\') > -1, //opera内核\\n\\t            webKit: u.indexOf(\\'AppleWebKit\\') > -1, //苹果、谷歌内核\\n\\t            gecko: u.indexOf(\\'Gecko\\') > -1 && u.indexOf(\\'KHTML\\') == -1, //火狐内核\\n\\t            mobile: !!u.match(/AppleWebKit.*Mobile.*/)||u.indexOf(\\'iPad\\') > -1, //是否为移动终端\\n\\t            ios: !!u.match(/\\\\(i[^;]+;( U;)? CPU.+Mac OS X/), //ios终端\\n\\t            android: u.indexOf(\\'Android\\') > -1 || u.indexOf(\\'Linux\\') > -1, //android终端或者uc浏览器\\n\\t            iPhone: u.indexOf(\\'iPhone\\') > -1, //是否为iPhone或者QQHD浏览器\\n\\t            iPad: u.indexOf(\\'iPad\\') > -1, //是否iPad\\n\\t            webApp: u.indexOf(\\'Safari\\') == -1 //是否web应该程序，没有头部与底部\\n\\t        };\\n\\t    }(),\\n\\t}\\n\\tif(browser.versions.android || browser.versions.iPhone){\\n\\t\\tvar url = document.location.href ;\\n\\t\\tvar ext = url.substr(url.lastIndexOf(\".\"),url.length) ;\\n\\t\\tif(ext != null && (ext == \\'.htm\\' || ext == \\'.html\\')){\\n\\t\\t\\turl = url.substr(0,url.lastIndexOf(\".\")) ;\\n\\t\\t\\turl = url + \"_mobile\" + ext ;\\n\\t\\t}else{\\n\\t\\t\\turl = url + \"index_mobile.htm\" ;\\n\\t\\t}\\n\\t\\tdocument.location = url ;\\n\\t}\\n</script>\\n </head>\\n<body>\\n<!--头部-->\\n\\t\\n<div class=\"lin-header \">\\n\\t\\t<div class=\"lin-head clearfix\">\\n\\t\\t\\t<h1 class=\"lin-topl\">\\n\\t\\t\\t\\t<a href=\"../index.htm\" target=\"_blank\" title=\"广州南方学院\">\\n\\t\\t\\t\\t\\t<img src=\"../images/logo.png\">\\n\\t\\t\\t\\t</a>\\n\\t\\t\\t</h1>\\n\\t\\t\\t<div class=\"lin-topr\">\\n\\t\\t\\t\\t<div class=\"lin-youxiang\">\\n\\t\\t\\t\\t\\t<!--<a href=\"http://oa.nfu.edu.cn/\" target=\"_blank\">办公系统</a>-->\\n\\t\\t\\t\\t\\t<a href=\"http://en.nfu.edu.cn/\">English Version</a>\\n\\t\\t\\t\\t\\t\\t<!-- <a href=\"https://mail.nfu.edu.cn/\" target=\"_blank\">邮箱登录</a>\\n\\t\\t\\t\\t\\t\\t\\t<a href=\"mailto:nfcsysuyz@126.com\" target=\"_blank\" title=\"nfcsysuyz@126.com\" >院长信箱</a> -->\\n\\t\\t\\t\\t</div>\\n\\t\\t\\t\\t<div class=\"lin-ser lin-serhide\">\\n\\t\\t\\t\\t\\t<div class=\"serbox\">\\n\\t\\t\\t\\t\\t\\t<form action=\"/cms/web/search/index.jsp\" method=\"get\" id=\"search_form\">\\n\\t\\t\\t\\t\\t\\t\\t<input name=\"siteID\" value=\"bbef6bf928be491d9180b44993df0ac9\" type =\"hidden\"> \\n\\t\\t\\t\\t\\t\\t\\t<input type=\"text\" name=\"query\" id=\"keyword\" placeholder=\"搜索\">\\n\\t\\t\\t\\t\\t\\t\\t<a href=\"javascript:;\" id=\"search_btn\">\\n\\t\\t\\t\\t\\t\\t\\t</a>\\n\\t\\t\\t\\t\\t\\t</form>\\t\\n\\t\\t\\t\\t\\t\\t<script type=\"text/javascript\">\\n\\t\\t\\t\\t\\t\\t\\t$(\"#search_btn\").click(function(){\\n\\t\\t\\t\\t\\t\\t\\t\\tvar keyword=$(\"#keyword\").val();\\n\\t\\t\\t\\t\\t\\t\\t\\tif(keyword==\\'\\'){\\n\\t\\t\\t\\t\\t\\t\\t\\t\\talert(\\'* 请输入搜索关键词 !\\');\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t$(\"#keyword\").focus();\\n\\t\\t\\t\\t\\t\\t\\t\\t\\treturn false;\\n\\t\\t\\t\\t\\t\\t\\t\\t}else{\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t$(\"#search_form\").submit();\\n\\t\\t\\t\\t\\t\\t\\t\\t}\\n\\t\\t\\t\\t\\t\\t\\t})\\n\\t\\t\\t\\t\\t\\t</script>\\n\\t\\t\\t\\t\\t</div>\\n\\t\\t\\t\\t\\t\\n\\t\\t\\t\\t</div>\\n\\t\\t\\t</div>\\n\\t\\t</div>\\n\\t</div>\\n\\t\\t\\t<!-- end 头部-->\\n\\t\\t\\t<!--导航条-->\\n\\t\\t\\t<div class=\"lin-navbar\">\\n\\t\\t\\t\\t<p 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target=\"_self\">现任领导</a></li>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<li><a href=\"../xxgk/xhxxxg/index.htm\" target=\"_self\">校徽  校训  校歌</a></li>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<li><a href=\"../xxgk/nfdsj/index.htm\" target=\"_self\">南方大事记</a></li>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<li><a href=\"../xxgk/xxxl/index.htm\" target=\"_self\">学校校历</a></li>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t</ul>\\n\\t\\t\\t\\t\\t\\t\\t</div>\\n\\t\\t\\t\\t\\t\\t</div>\\n\\t\\t\\t\\t\\t</li>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<li class=\"lin-navli\">\\n\\t\\t\\t\\t\\t\\t\\t<a href=\"http://cpc.nfu.edu.cn/\" 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class=\"right-more\">2020-07-24</font>\\n\\t\\t\\t\\t\\t\\t\\t\\t<div class=\"news_title\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<a href=\"ef39ea1df91b4208859c3d139614b752.htm\" title=\"中山大学南方学院嵌入式创新实验室家具采购项目招标开标延期公告\">            中山大学南方学院嵌入式创新实验室家具采购项目招标开标延期公告 \\n    </a>\\n\\t\\t\\t\\t\\t\\t\\t\\t</div>\\n\\t\\t\\t\\t\\t\\t\\t</li>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<li>\\n\\t\\t\\t\\t\\t\\t\\t\\t<font class=\"right-more\">2020-07-24</font>\\n\\t\\t\\t\\t\\t\\t\\t\\t<div class=\"news_title\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<a href=\"303ff597654847ad9fe7ec28cee402b3.htm\" title=\"中山大学南方学院跨境电商平台系统采购项目招标公告\">            中山大学南方学院跨境电商平台系统采购项目招标公告 \\n    </a>\\n\\t\\t\\t\\t\\t\\t\\t\\t</div>\\n\\t\\t\\t\\t\\t\\t\\t</li>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<li>\\n\\t\\t\\t\\t\\t\\t\\t\\t<font class=\"right-more\">2020-07-17</font>\\n\\t\\t\\t\\t\\t\\t\\t\\t<div class=\"news_title\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<a href=\"3c3b1ca74f0b47e1a6f9a6e2434014aa.htm\" 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内容区域-->\\t\\n\\t\\t\\n\\t\\t<!--底部-->\\n\\t\\t\\n<div class=\"lin-footer\">\\n\\t<div class=\"lin-fer clearfix\">\\n\\t\\t<div class=\"ferleft\">\\n\\t\\t\\t<ul class=\"fer-ul clearfix\">\\n\\t\\t\\t<li class=\"fer-li\">\\n\\t\\t\\t<a href=\"http://www.moe.gov.cn/\" target=\"_blank\" title=\"教育部\">            教育部 \\n    </a>\\n\\t\\t</li>\\n\\t\\t\\t<li class=\"fer-li\">\\n\\t\\t\\t<a href=\"http://edu.gd.gov.cn/\" target=\"_blank\" title=\"广东省教育厅\">            广东省教育厅 \\n    </a>\\n\\t\\t</li>\\n\\t\\t\\t<li class=\"fer-li\">\\n\\t\\t\\t<a href=\"http://www.sysu.edu.cn/2012/cn/index.htm\" target=\"_blank\" title=\"中山大学\">            中山大学 \\n    </a>\\n\\t\\t</li>\\n\\t</ul>\\n<ul class=\"fer-ul clearfix\">\\n\\t\\t\\t<li class=\"fer-li\">\\n\\t\\t\\t<a href=\"http://www.gz.gov.cn/\" target=\"_blank\" title=\"广州市政府\">            广州市政府 \\n    </a>\\n\\t\\t</li>\\n\\t\\t\\t<li class=\"fer-li\">\\n\\t\\t\\t<a href=\"http://www.gdpr.com/\" target=\"_blank\" title=\"珠江投资\">            珠江投资 \\n    </a>\\n\\t\\t</li>\\n\\t\\t\\t<li class=\"fer-li\">\\n\\t\\t\\t<a href=\"http://www.gdmbjy.cn/\" target=\"_blank\" title=\"广东民办教育网\">            广东民办教育网 \\n    </a>\\n\\t\\t</li>\\n\\t</ul>\\n<ul class=\"fer-ul clearfix\">\\n\\t\\t\\t<li class=\"fer-li\">\\n\\t\\t\\t<a href=\"https://www.cnki.net/\" target=\"_blank\" title=\"中国知网\">            中国知网 \\n    </a>\\n\\t\\t</li>\\n\\t</ul>\\n\\t\\t</div>\\n\\t\\t<div class=\"fercen\">\\n\\t\\t\\t<div class=\"fer-er\">\\n\\t\\t\\t\\t<img src=\"../images/erweima1.jpg\">\\n\\t\\t\\t</div>\\n\\t\\t\\t<div class=\"fer-er\">\\n\\t\\t\\t\\t<img src=\"../images/erweima2.jpg\">\\n\\t\\t\\t</div>\\n\\t\\t</div>\\n\\t\\t<div class=\"ferright\">\\n\\t\\t\\t<div>\\n\\t\\t\\t\\t<p>\\n\\t\\t\\t\\t\\t<span>地址：广州市从化区温泉大道882号广州南方学院</span>\\n\\t\\t\\t\\t\\t<span>邮编：510970</span>\\n\\t\\t\\t\\t</p>\\n\\t\\t\\t</div>\\n\\t\\t\\t<div class=\"addleft\">\\n\\t\\t\\t\\t<p>联系电话：020-61787368</p>\\n\\t\\t\\t\\t<p>版权所有 ©  广州南方学院</p>\\n\\t\\t\\t\\t<p>技术支持：<a 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style=\"float:left;\">\\n\\t\\t\\t\\t<p style=\"float:left;height:20px;line-height:20px;margin: 0px 0px 0px 5px; color:#ffffff;\">粤公网安备 44011702000081号</p>\\n\\t\\t\\t</a>\\n\\t\\t</div>\\n\\t</div>\\n</div>\\t\\t<!-- end 底部-->\\n\\n\\t\\t<script type=\"text/javascript\" language=\"javascript\">\\n\\t\\t\\t\\n    //加入收藏\\n    \\n    function AddFavorite(sURL, sTitle) {\\n    \\t\\n    \\tsURL = encodeURI(sURL); \\n    \\ttry{   \\n    \\t\\t\\n    \\t\\twindow.external.addFavorite(sURL, sTitle);   \\n    \\t\\t\\n    \\t}catch(e) {   \\n    \\t\\t\\n    \\t\\ttry{   \\n    \\t\\t\\t\\n    \\t\\t\\twindow.sidebar.addPanel(sTitle, sURL, \"\");   \\n    \\t\\t\\t\\n    \\t\\t}catch (e) {   \\n    \\t\\t\\t\\n    \\t\\t\\talert(\"加入收藏失败，请使用Ctrl+D进行添加,或手动在浏览器里进行设置.\");\\n    \\t\\t\\t\\n    \\t\\t}   \\n    \\t\\t\\n    \\t}\\n    \\t\\n    }\\n    \\n    //设为首页\\n    \\n    function SetHome(url){\\n    \\t\\n    \\tif (document.all) {\\n    \\t\\t\\n    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      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 转化为html 文件\n",
    "r.html.html  \n",
    "# 可存网页为文字档"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##  html 页面数据的存与读"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 将上方读取的文字档html,存储到“ _官网HTML文字档.html”这个文件\n",
    "with open (\"ztb_官网HTML文字档.html\", encoding = \"utf8\", mode = \"w\") as fp:\n",
    "    fp.write(r.html.html)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'<!DOCTYPE html>\\n<html><head><meta http-equiv=\"Content-Type\" content=\"text/html; charset=UTF-8\">\\n\\t<meta name=\"renderer\" content=\"webkit\">\\n\\t<meta http-equiv=\"x-ua-compatible\" content=\"IE=edge\">\\n\\n\\t<title>招投标 - 广州南方学院</title>\\n\\t<meta name=\"keywords\" content=\"\">\\n\\t<meta name=\"description\" content=\"\">\\n\\t\\n\\t<link rel=\"stylesheet\" type=\"text/css\" href=\"../css/swiper-3.3.1.min.css\">\\n\\t<link href=\"../css/lin.css\" rel=\"stylesheet\" type=\"text/css\">\\n\\n\\t<script src=\"../js/jquery-1.11.3.min.js\"></script>\\n\\t<script src=\"../js/jquery-1.11.1.js\"></script>\\n\\t<script src=\"../js/jquery.easie-min.js\" type=\"text/javascript\"></script>\\n\\t<script src=\"../js/swiper.min.js\" type=\"text/javascript\"></script>\\n\\t<script src=\"../js/lin.js\"></script>\\n\\t\\n\\t\\n\\t<link href=\"../css/page.css\" rel=\"stylesheet\" type=\"text/css\">\\n\\t<link href=\"http://www.nfu.edu.cn/Public/favicon.ico\" rel=\"Shortcut Icon\">\\n\\t<link href=\"http://www.nfu.edu.cn/Public/favicon.ico\" rel=\"Bookmark\">\\n\\n<script type=\"text/javascript\"> \\n\\tvar browser={\\n\\t    versions:function(){\\n\\t        var u = navigator.userAgent, app = navigator.appVersion;\\n\\t        return {//移动终端浏览器版本信息\\n\\t            trident: u.indexOf(\\'Trident\\') > -1, //IE内核\\n\\t            presto: u.indexOf(\\'Presto\\') > -1, //opera内核\\n\\t            webKit: u.indexOf(\\'AppleWebKit\\') > -1, //苹果、谷歌内核\\n\\t            gecko: u.indexOf(\\'Gecko\\') > -1 && u.indexOf(\\'KHTML\\') == -1, //火狐内核\\n\\t            mobile: !!u.match(/AppleWebKit.*Mobile.*/)||u.indexOf(\\'iPad\\') > -1, //是否为移动终端\\n\\t            ios: !!u.match(/\\\\(i[^;]+;( U;)? CPU.+Mac OS X/), //ios终端\\n\\t            android: u.indexOf(\\'Android\\') > -1 || u.indexOf(\\'Linux\\') > -1, //android终端或者uc浏览器\\n\\t            iPhone: u.indexOf(\\'iPhone\\') > -1, //是否为iPhone或者QQHD浏览器\\n\\t            iPad: u.indexOf(\\'iPad\\') > -1, //是否iPad\\n\\t            webApp: u.indexOf(\\'Safari\\') == -1 //是否web应该程序，没有头部与底部\\n\\t        };\\n\\t    }(),\\n\\t}\\n\\tif(browser.versions.android || browser.versions.iPhone){\\n\\t\\tvar url = document.location.href ;\\n\\t\\tvar ext = url.substr(url.lastIndexOf(\".\"),url.length) ;\\n\\t\\tif(ext != null && (ext == \\'.htm\\' || ext == \\'.html\\')){\\n\\t\\t\\turl = url.substr(0,url.lastIndexOf(\".\")) ;\\n\\t\\t\\turl = url + \"_mobile\" + ext ;\\n\\t\\t}else{\\n\\t\\t\\turl = url + \"index_mobile.htm\" ;\\n\\t\\t}\\n\\t\\tdocument.location = url ;\\n\\t}\\n</script>\\n </head>\\n<body>\\n<!--头部-->\\n\\t\\n<div class=\"lin-header \">\\n\\t\\t<div class=\"lin-head clearfix\">\\n\\t\\t\\t<h1 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class=\"right-more\">2020-07-24</font>\\n\\t\\t\\t\\t\\t\\t\\t\\t<div class=\"news_title\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<a href=\"ef39ea1df91b4208859c3d139614b752.htm\" title=\"中山大学南方学院嵌入式创新实验室家具采购项目招标开标延期公告\">            中山大学南方学院嵌入式创新实验室家具采购项目招标开标延期公告 \\n    </a>\\n\\t\\t\\t\\t\\t\\t\\t\\t</div>\\n\\t\\t\\t\\t\\t\\t\\t</li>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<li>\\n\\t\\t\\t\\t\\t\\t\\t\\t<font class=\"right-more\">2020-07-24</font>\\n\\t\\t\\t\\t\\t\\t\\t\\t<div class=\"news_title\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<a href=\"303ff597654847ad9fe7ec28cee402b3.htm\" title=\"中山大学南方学院跨境电商平台系统采购项目招标公告\">            中山大学南方学院跨境电商平台系统采购项目招标公告 \\n    </a>\\n\\t\\t\\t\\t\\t\\t\\t\\t</div>\\n\\t\\t\\t\\t\\t\\t\\t</li>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<li>\\n\\t\\t\\t\\t\\t\\t\\t\\t<font class=\"right-more\">2020-07-17</font>\\n\\t\\t\\t\\t\\t\\t\\t\\t<div class=\"news_title\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<a href=\"3c3b1ca74f0b47e1a6f9a6e2434014aa.htm\" title=\"中山大学南方学院九期教工宿舍卫浴设施采购和安装项目招标开标延期公告\">            中山大学南方学院九期教工宿舍卫浴设施采购和安装项目招标开标延期公告 \\n    </a>\\n\\t\\t\\t\\t\\t\\t\\t\\t</div>\\n\\t\\t\\t\\t\\t\\t\\t</li>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<li>\\n\\t\\t\\t\\t\\t\\t\\t\\t<font class=\"right-more\">2020-07-17</font>\\n\\t\\t\\t\\t\\t\\t\\t\\t<div class=\"news_title\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<a href=\"bb5be88f7b7f424dab2b86c0ae7f7b2c.htm\" title=\"中山大学南方学院九期教工宿舍窗帘采购安装项目招标公告\">            中山大学南方学院九期教工宿舍窗帘采购安装项目招标公告 \\n    </a>\\n\\t\\t\\t\\t\\t\\t\\t\\t</div>\\n\\t\\t\\t\\t\\t\\t\\t</li>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t</ul>\\n\\t\\t\\t\\t\\t\\t<div style=\"clear: both;\"></div>\\n\\t\\t\\t\\t\\t\\t\\n\\t<div class=\"pages\" align=\"center\">\\n  <div>\\n            \\n    \\t\\t    \\t\\t        \\t\\t\\t<a class=\"next\" href=\"index1.htm\">&gt;&gt;</a>\\n\\t\\t    \\t\\t  </div>\\n</div>\\n    </div></div>\\n\\t\\t\\t\\t</div>\\n\\t\\t\\t</div>\\n\\t\\t</div>\\n\\t</div>\\n\\t\\t<!-- end 内容区域-->\\t\\n\\t\\t\\n\\t\\t<!--底部-->\\n\\t\\t\\n<div class=\"lin-footer\">\\n\\t<div class=\"lin-fer clearfix\">\\n\\t\\t<div class=\"ferleft\">\\n\\t\\t\\t<ul class=\"fer-ul clearfix\">\\n\\t\\t\\t<li class=\"fer-li\">\\n\\t\\t\\t<a href=\"http://www.moe.gov.cn/\" target=\"_blank\" title=\"教育部\">            教育部 \\n    </a>\\n\\t\\t</li>\\n\\t\\t\\t<li class=\"fer-li\">\\n\\t\\t\\t<a href=\"http://edu.gd.gov.cn/\" target=\"_blank\" title=\"广东省教育厅\">            广东省教育厅 \\n    </a>\\n\\t\\t</li>\\n\\t\\t\\t<li class=\"fer-li\">\\n\\t\\t\\t<a href=\"http://www.sysu.edu.cn/2012/cn/index.htm\" target=\"_blank\" title=\"中山大学\">            中山大学 \\n    </a>\\n\\t\\t</li>\\n\\t</ul>\\n<ul class=\"fer-ul clearfix\">\\n\\t\\t\\t<li class=\"fer-li\">\\n\\t\\t\\t<a href=\"http://www.gz.gov.cn/\" target=\"_blank\" title=\"广州市政府\">            广州市政府 \\n    </a>\\n\\t\\t</li>\\n\\t\\t\\t<li class=\"fer-li\">\\n\\t\\t\\t<a href=\"http://www.gdpr.com/\" target=\"_blank\" title=\"珠江投资\">            珠江投资 \\n    </a>\\n\\t\\t</li>\\n\\t\\t\\t<li class=\"fer-li\">\\n\\t\\t\\t<a href=\"http://www.gdmbjy.cn/\" target=\"_blank\" title=\"广东民办教育网\">            广东民办教育网 \\n    </a>\\n\\t\\t</li>\\n\\t</ul>\\n<ul class=\"fer-ul clearfix\">\\n\\t\\t\\t<li class=\"fer-li\">\\n\\t\\t\\t<a href=\"https://www.cnki.net/\" target=\"_blank\" title=\"中国知网\">            中国知网 \\n    </a>\\n\\t\\t</li>\\n\\t</ul>\\n\\t\\t</div>\\n\\t\\t<div class=\"fercen\">\\n\\t\\t\\t<div class=\"fer-er\">\\n\\t\\t\\t\\t<img src=\"../images/erweima1.jpg\">\\n\\t\\t\\t</div>\\n\\t\\t\\t<div class=\"fer-er\">\\n\\t\\t\\t\\t<img src=\"../images/erweima2.jpg\">\\n\\t\\t\\t</div>\\n\\t\\t</div>\\n\\t\\t<div class=\"ferright\">\\n\\t\\t\\t<div>\\n\\t\\t\\t\\t<p>\\n\\t\\t\\t\\t\\t<span>地址：广州市从化区温泉大道882号广州南方学院</span>\\n\\t\\t\\t\\t\\t<span>邮编：510970</span>\\n\\t\\t\\t\\t</p>\\n\\t\\t\\t</div>\\n\\t\\t\\t<div class=\"addleft\">\\n\\t\\t\\t\\t<p>联系电话：020-61787368</p>\\n\\t\\t\\t\\t<p>版权所有 ©  广州南方学院</p>\\n\\t\\t\\t\\t<p>技术支持：<a href=\"https://www.gpowersoft.com/\" target=\"_blank\">Gpower 通元软件</a>\\n\\t\\t\\t\\t</p>\\n\\t\\t\\t</div>\\n\\t\\t\\t<div class=\"addright\">\\n\\t\\t\\t\\t<p>招生咨询：020-87912619</p> \\n\\t\\t\\t\\t<p>\\n\\t\\t\\t\\t\\t<span class=\"add-spante\">\\n\\t\\t\\t\\t\\t\\t<a target=\"_blank\" href=\"https://beian.miit.gov.cn/\">粤ICP备11077779号</a>\\n\\t\\t\\t\\t\\t</span> \\n\\t\\t\\t\\t\\t<span class=\"add-spante\">\\n\\t\\t\\t\\t\\t\\t<a href=\"http://tycms.nfu.edu.cn/cms/main\" target=\"_blank\">网站管理</a>&nbsp;&nbsp;\\n\\t\\t\\t\\t\\t\\t<a href=\"http://old.nfu.edu.cn/\" target=\"_blank\">旧站入口</a>\\n\\t\\t\\t\\t\\t</span>\\n\\t\\t\\t\\t</p>\\n\\t\\t\\t\\t\\n\\t\\t\\t</div>\\n\\t\\t</div>\\n\\t\\t\\n\\t\\t<div align=\"center\">\\n\\t\\t\\t<a target=\"_blank\" href=\"http://www.beian.gov.cn/portal/registerSystemInfo?recordcode=44011702000081\" style=\"display:inline-block;text-decoration:none;height:20px;line-height:20px;\">\\n\\t\\t\\t\\t<img src=\"../images/icp.png\" style=\"float:left;\">\\n\\t\\t\\t\\t<p style=\"float:left;height:20px;line-height:20px;margin: 0px 0px 0px 5px; color:#ffffff;\">粤公网安备 44011702000081号</p>\\n\\t\\t\\t</a>\\n\\t\\t</div>\\n\\t</div>\\n</div>\\t\\t<!-- end 底部-->\\n\\n\\t\\t<script type=\"text/javascript\" language=\"javascript\">\\n\\t\\t\\t\\n    //加入收藏\\n    \\n    function AddFavorite(sURL, sTitle) {\\n    \\t\\n    \\tsURL = encodeURI(sURL); \\n    \\ttry{   \\n    \\t\\t\\n    \\t\\twindow.external.addFavorite(sURL, sTitle);   \\n    \\t\\t\\n    \\t}catch(e) {   \\n    \\t\\t\\n    \\t\\ttry{   \\n    \\t\\t\\t\\n    \\t\\t\\twindow.sidebar.addPanel(sTitle, sURL, \"\");   \\n    \\t\\t\\t\\n    \\t\\t}catch (e) {   \\n    \\t\\t\\t\\n    \\t\\t\\talert(\"加入收藏失败，请使用Ctrl+D进行添加,或手动在浏览器里进行设置.\");\\n    \\t\\t\\t\\n    \\t\\t}   \\n    \\t\\t\\n    \\t}\\n    \\t\\n    }\\n    \\n    //设为首页\\n    \\n    function SetHome(url){\\n    \\t\\n    \\tif (document.all) {\\n    \\t\\t\\n    \\t\\tdocument.body.style.behavior=\\'url(#default#homepage)\\';\\n    \\t\\t\\n    \\t\\tdocument.body.setHomePage(url);\\n    \\t\\t\\n    \\t}else{\\n    \\t\\t\\n    \\t\\talert(\"您好,您的浏览器不支持自动设置页面为首页功能,请您手动在浏览器里设置该页面为首页!\");\\n    \\t\\t\\n    \\t}\\n    \\t\\n    }\\n    \\n</script>\\n\\n\\n\\n</body></html><script type=\\'text/javascript\\' src=\\'../g_style/g_list.js\\'></script>\\n</body></html>'"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 读取保存备用的 _官网HTML文字档.html （可以读任何文字档）\n",
    "with open (\"ztb_官网HTML文字档.html\", encoding = \"utf8\", mode = \"r\") as fp:\n",
    "    html_load = fp.read()\n",
    "html_load  # 是字符串"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 使用parsed解析HTML，变成xpath可用数据"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Element html at 0x292c2d8a2c0>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# parsed = requests_html.soup_parse(html_load)  使用方法\n",
    "# 使用soup_parse 解析HTML，将str变成xpath可使用数据 htmlelement\n",
    "解析后 = requests_html.soup_parse(html_load)  # html_load 为上方的字符串（html文字档）\n",
    "解析后  # 返回带有 <html> 元素标签"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<Element a at 0x292c2d8aa40>,\n",
       " <Element a at 0x292c2d8aa90>,\n",
       " <Element a at 0x292c2d8aae0>,\n",
       " <Element a at 0x292c2d8ab30>,\n",
       " <Element a at 0x292c2d8ab80>,\n",
       " <Element a at 0x292c2d8abd0>,\n",
       " <Element a at 0x292c2d8ac20>,\n",
       " <Element a at 0x292c2d8ac70>,\n",
       " <Element a at 0x292c2d8acc0>,\n",
       " <Element a at 0x292c2d8ad10>,\n",
       " <Element a at 0x292c2d8ad60>,\n",
       " <Element a at 0x292c2d8adb0>,\n",
       " <Element a at 0x292c2d8ae00>,\n",
       " <Element a at 0x292c2d8ae50>,\n",
       " <Element a at 0x292c2d8aea0>,\n",
       " <Element a at 0x292c2d8aef0>,\n",
       " <Element a at 0x292c2d8af40>,\n",
       " <Element a at 0x292c2d8af90>,\n",
       " <Element a at 0x292c2dc3040>,\n",
       " <Element a at 0x292c2dc3090>,\n",
       " <Element a at 0x292c2dc30e0>,\n",
       " <Element a at 0x292c2dc3130>,\n",
       " <Element a at 0x292c2dc3180>,\n",
       " <Element a at 0x292c2dc31d0>,\n",
       " <Element a at 0x292c2dc3220>,\n",
       " <Element a at 0x292c2dc3270>,\n",
       " <Element a at 0x292c2dc32c0>,\n",
       " <Element a at 0x292c2dc3310>,\n",
       " <Element a at 0x292c2dc3360>,\n",
       " <Element a at 0x292c2dc33b0>,\n",
       " <Element a at 0x292c2dc3400>,\n",
       " <Element a at 0x292c2dc3450>,\n",
       " <Element a at 0x292c2dc34a0>,\n",
       " <Element a at 0x292c2dc34f0>,\n",
       " <Element a at 0x292c2dc3540>,\n",
       " <Element a at 0x292c2dc3590>,\n",
       " <Element a at 0x292c2dc35e0>,\n",
       " <Element a at 0x292c2dc3630>,\n",
       " <Element a at 0x292c2dc3680>,\n",
       " <Element a at 0x292c2dc36d0>,\n",
       " <Element a at 0x292c2dc3720>,\n",
       " <Element a at 0x292c2dc3770>,\n",
       " <Element a at 0x292c2dc37c0>,\n",
       " <Element a at 0x292c2dc3810>,\n",
       " <Element a at 0x292c2dc3860>,\n",
       " <Element a at 0x292c2dc38b0>,\n",
       " <Element a at 0x292c2dc3900>,\n",
       " <Element a at 0x292c2dc3950>,\n",
       " <Element a at 0x292c2dc39a0>,\n",
       " <Element a at 0x292c2dc39f0>,\n",
       " <Element a at 0x292c2dc3a40>,\n",
       " <Element a at 0x292c2dc3a90>,\n",
       " <Element a at 0x292c2dc3ae0>,\n",
       " <Element a at 0x292c2dc3b30>,\n",
       " <Element a at 0x292c2dc3b80>,\n",
       " <Element a at 0x292c2dc3bd0>,\n",
       " <Element a at 0x292c2dc3c20>,\n",
       " <Element a at 0x292c2dc3c70>,\n",
       " <Element a at 0x292c2dc3cc0>,\n",
       " <Element a at 0x292c2dc3d10>,\n",
       " <Element a at 0x292c2dc3d60>,\n",
       " <Element a at 0x292c2dc3db0>,\n",
       " <Element a at 0x292c2dc3e00>,\n",
       " <Element a at 0x292c2dc3e50>,\n",
       " <Element a at 0x292c2dc3ea0>,\n",
       " <Element a at 0x292c2dc3ef0>,\n",
       " <Element a at 0x292c2dc3f40>,\n",
       " <Element a at 0x292c2dc3f90>,\n",
       " <Element a at 0x292c2dc4040>,\n",
       " <Element a at 0x292c2dc4090>,\n",
       " <Element a at 0x292c2dc40e0>,\n",
       " <Element a at 0x292c2dc4130>,\n",
       " <Element a at 0x292c2dc4180>,\n",
       " <Element a at 0x292c2dc41d0>,\n",
       " <Element a at 0x292c2dc4220>,\n",
       " <Element a at 0x292c2dc4270>,\n",
       " <Element a at 0x292c2dc42c0>,\n",
       " <Element a at 0x292c2dc4310>,\n",
       " <Element a at 0x292c2dc4360>,\n",
       " <Element a at 0x292c2dc43b0>,\n",
       " <Element a at 0x292c2dc4400>]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 解析后可使用xpath 方法  举例\n",
    "解析后.xpath('//a')  # greedy 所有<html> 元素标签"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 使用 xpath，获取想要的数据\n",
    "* xpath方法：https://www.w3school.com.cn/xpath/xpath_syntax.asp"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['广州南方学院蚊子、苍蝇、蟑螂消杀及白蚁、红火蚁防治项目 招标公告',\n",
       " '中山大学南方学院数字电路基础实验室、电路与模拟电子实验室设备采购项目招标公告',\n",
       " '中山大学南方学院垃圾清运和处理服务项目招标公告',\n",
       " '中山大学南方学院2021年度维修、改造工程施工项目中标结果公示',\n",
       " '中山大学南方学院校舍家电采购项目招标公告',\n",
       " '中山大学南方学院办公电脑采购项目招标公告',\n",
       " '中山大学南方学院2021年度维修、改造工程施工项目招标公告',\n",
       " '中山大学南方学院2021年度维修、改造工程施工项目流标公告',\n",
       " '中山大学南方学院2021年度维修、改造工程施工项目招标开标延期公告',\n",
       " '中山大学南方学院2021年度维修、改造工程施工项目招标公告',\n",
       " '中山大学南方学院网络技术与媒体研发平台实验室设备采购项目招标公告',\n",
       " '中山大学南方学院计算机组成原理实验箱采购项目招标公告',\n",
       " '中山大学南方学院2020-2021办公电脑采购项目\\u200b招标开标延期公告',\n",
       " '中山大学南方学院2020-2021办公电脑采购项目招标公告',\n",
       " '中山大学南方学院容灾自动备份系统采购项目 招标公告',\n",
       " '中山大学南方学院九期教工宿舍家具采购和安装项目中标结果公示',\n",
       " '中山大学南方学院嵌入式创新实验室家具采购项目招标开标延期公告',\n",
       " '中山大学南方学院跨境电商平台系统采购项目招标公告',\n",
       " '中山大学南方学院九期教工宿舍卫浴设施采购和安装项目招标开标延期公告',\n",
       " '中山大学南方学院九期教工宿舍窗帘采购安装项目招标公告']"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 获取标题\n",
    "# xpath 路径：/html/body/div[4]/div/div[2]/div[2]/ul/li[1]/div\n",
    "标题 = r.html.xpath('//div[@class=\"news_title\"]/a/@title')\n",
    "标题"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['2021-04-02',\n",
       " '2021-03-31',\n",
       " '2021-03-17',\n",
       " '2021-03-11',\n",
       " '2021-03-05',\n",
       " '2021-03-03',\n",
       " '2021-01-26',\n",
       " '2021-01-25',\n",
       " '2021-01-05',\n",
       " '2020-12-11',\n",
       " '2020-11-18',\n",
       " '2020-11-13',\n",
       " '2020-09-03',\n",
       " '2020-09-01',\n",
       " '2020-08-15',\n",
       " '2020-08-14',\n",
       " '2020-07-24',\n",
       " '2020-07-24',\n",
       " '2020-07-17',\n",
       " '2020-07-17']"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 获取日期\n",
    "日期 = r.html.xpath('//font[@class=\"right-more\"]/text()')\n",
    "日期"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['ea8754261f26419080ae1933f5ae7f2a.htm',\n",
       " '7226fe9acf3b4757b972599c1c947ffe.htm',\n",
       " '414b2db5e6c04f99be1096effc050fe1.htm',\n",
       " '60c660848ef44283bcae0b864f06245b.htm',\n",
       " 'c1f45c4ed6d24523b8015716f1354c69.htm',\n",
       " '8de22fa69c5a4718a5d3a234157a231a.htm',\n",
       " '84df006147494c74a06300e42ba5fe0f.htm',\n",
       " '5b6a96bc894e4901b9015550f495d48c.htm',\n",
       " 'cee6034ea34b4d37af132488e5b08eba.htm',\n",
       " '2b0efb94d7bc43a69cf7705d8e5eb3fb.htm',\n",
       " '4ca38f35a904483aa17f8149b6e74a5f.htm',\n",
       " 'd9a43543bfc04b249605e362c4d56fde.htm',\n",
       " 'a94be158ee2d45629fa34fe777c524aa.htm',\n",
       " '6c02c38297c94f82a0b00e0c465ecf42.htm',\n",
       " 'f312609072284e918844133b2e8d17de.htm',\n",
       " '711839de4a50406da99b621c5c60f53a.htm',\n",
       " 'ef39ea1df91b4208859c3d139614b752.htm',\n",
       " '303ff597654847ad9fe7ec28cee402b3.htm',\n",
       " '3c3b1ca74f0b47e1a6f9a6e2434014aa.htm',\n",
       " 'bb5be88f7b7f424dab2b86c0ae7f7b2c.htm']"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 获取链接，没有域名信息\n",
    "r.html.xpath('//div[@class=\"news_title\"]/a/@href')  # 链接没有域名信息"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 将链接进行解析和重塑"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "ParseResult(scheme='https', netloc='www.nfu.edu.cn', path='/ztb/index.htm', params='', query='', fragment='')"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 解析链接，看组成部分\n",
    "base_url = r.url\n",
    "nfu_urlparse = urllib.parse.urlparse(base_url)\n",
    "nfu_urlparse"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'https://www.nfu.edu.cn/ztb/0d7bd841484a42a69d241e79365b6290.htm'"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 先尝试重组一条链接\n",
    "urllib.parse.urlunparse([nfu_urlparse.scheme,nfu_urlparse.netloc,'/'+ nfu_urlparse.path.split('/')[1] +'/' + '0d7bd841484a42a69d241e79365b6290.htm','','',''])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['https://www.nfu.edu.cn/ztb/ea8754261f26419080ae1933f5ae7f2a.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/7226fe9acf3b4757b972599c1c947ffe.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/414b2db5e6c04f99be1096effc050fe1.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/60c660848ef44283bcae0b864f06245b.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/c1f45c4ed6d24523b8015716f1354c69.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/8de22fa69c5a4718a5d3a234157a231a.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/84df006147494c74a06300e42ba5fe0f.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/5b6a96bc894e4901b9015550f495d48c.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/cee6034ea34b4d37af132488e5b08eba.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/2b0efb94d7bc43a69cf7705d8e5eb3fb.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/4ca38f35a904483aa17f8149b6e74a5f.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/d9a43543bfc04b249605e362c4d56fde.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/a94be158ee2d45629fa34fe777c524aa.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/6c02c38297c94f82a0b00e0c465ecf42.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/f312609072284e918844133b2e8d17de.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/711839de4a50406da99b621c5c60f53a.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/ef39ea1df91b4208859c3d139614b752.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/303ff597654847ad9fe7ec28cee402b3.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/3c3b1ca74f0b47e1a6f9a6e2434014aa.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/bb5be88f7b7f424dab2b86c0ae7f7b2c.htm']"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 批量重组链接\n",
    "r.html.xpath('//div[@class=\"news_title\"]/a/@href')\n",
    "\n",
    "list_URL  = [urllib.parse.urlunparse\\\n",
    "([nfu_urlparse.scheme,nfu_urlparse.netloc,'/'+ nfu_urlparse.path.split('/')[1] +'/' + detail_url,'','',''])\\\n",
    "for detail_url in r.html.xpath('//div[@class=\"news_title\"]/a/@href')]\n",
    "list_URL"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 将获取的数据使用表格结构DataFrame显示 "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>标题</th>\n",
       "      <th>链接</th>\n",
       "      <th>日期</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>广州南方学院蚊子、苍蝇、蟑螂消杀及白蚁、红火蚁防治项目 招标公告</td>\n",
       "      <td>https://www.nfu.edu.cn/ztb/ea8754261f26419080a...</td>\n",
       "      <td>2021-04-02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>中山大学南方学院数字电路基础实验室、电路与模拟电子实验室设备采购项目招标公告</td>\n",
       "      <td>https://www.nfu.edu.cn/ztb/7226fe9acf3b4757b97...</td>\n",
       "      <td>2021-03-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>中山大学南方学院垃圾清运和处理服务项目招标公告</td>\n",
       "      <td>https://www.nfu.edu.cn/ztb/414b2db5e6c04f99be1...</td>\n",
       "      <td>2021-03-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>中山大学南方学院2021年度维修、改造工程施工项目中标结果公示</td>\n",
       "      <td>https://www.nfu.edu.cn/ztb/60c660848ef44283bca...</td>\n",
       "      <td>2021-03-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>中山大学南方学院校舍家电采购项目招标公告</td>\n",
       "      <td>https://www.nfu.edu.cn/ztb/c1f45c4ed6d24523b80...</td>\n",
       "      <td>2021-03-05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>中山大学南方学院办公电脑采购项目招标公告</td>\n",
       "      <td>https://www.nfu.edu.cn/ztb/8de22fa69c5a4718a5d...</td>\n",
       "      <td>2021-03-03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>中山大学南方学院2021年度维修、改造工程施工项目招标公告</td>\n",
       "      <td>https://www.nfu.edu.cn/ztb/84df006147494c74a06...</td>\n",
       "      <td>2021-01-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>中山大学南方学院2021年度维修、改造工程施工项目流标公告</td>\n",
       "      <td>https://www.nfu.edu.cn/ztb/5b6a96bc894e4901b90...</td>\n",
       "      <td>2021-01-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>中山大学南方学院2021年度维修、改造工程施工项目招标开标延期公告</td>\n",
       "      <td>https://www.nfu.edu.cn/ztb/cee6034ea34b4d37af1...</td>\n",
       "      <td>2021-01-05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>中山大学南方学院2021年度维修、改造工程施工项目招标公告</td>\n",
       "      <td>https://www.nfu.edu.cn/ztb/2b0efb94d7bc43a69cf...</td>\n",
       "      <td>2020-12-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>中山大学南方学院网络技术与媒体研发平台实验室设备采购项目招标公告</td>\n",
       "      <td>https://www.nfu.edu.cn/ztb/4ca38f35a904483aa17...</td>\n",
       "      <td>2020-11-18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>中山大学南方学院计算机组成原理实验箱采购项目招标公告</td>\n",
       "      <td>https://www.nfu.edu.cn/ztb/d9a43543bfc04b24960...</td>\n",
       "      <td>2020-11-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>中山大学南方学院2020-2021办公电脑采购项目​招标开标延期公告</td>\n",
       "      <td>https://www.nfu.edu.cn/ztb/a94be158ee2d45629fa...</td>\n",
       "      <td>2020-09-03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>中山大学南方学院2020-2021办公电脑采购项目招标公告</td>\n",
       "      <td>https://www.nfu.edu.cn/ztb/6c02c38297c94f82a0b...</td>\n",
       "      <td>2020-09-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>中山大学南方学院容灾自动备份系统采购项目 招标公告</td>\n",
       "      <td>https://www.nfu.edu.cn/ztb/f312609072284e91884...</td>\n",
       "      <td>2020-08-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>中山大学南方学院九期教工宿舍家具采购和安装项目中标结果公示</td>\n",
       "      <td>https://www.nfu.edu.cn/ztb/711839de4a50406da99...</td>\n",
       "      <td>2020-08-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>中山大学南方学院嵌入式创新实验室家具采购项目招标开标延期公告</td>\n",
       "      <td>https://www.nfu.edu.cn/ztb/ef39ea1df91b4208859...</td>\n",
       "      <td>2020-07-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>中山大学南方学院跨境电商平台系统采购项目招标公告</td>\n",
       "      <td>https://www.nfu.edu.cn/ztb/303ff597654847ad9fe...</td>\n",
       "      <td>2020-07-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>中山大学南方学院九期教工宿舍卫浴设施采购和安装项目招标开标延期公告</td>\n",
       "      <td>https://www.nfu.edu.cn/ztb/3c3b1ca74f0b47e1a6f...</td>\n",
       "      <td>2020-07-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>中山大学南方学院九期教工宿舍窗帘采购安装项目招标公告</td>\n",
       "      <td>https://www.nfu.edu.cn/ztb/bb5be88f7b7f424dab2...</td>\n",
       "      <td>2020-07-17</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                        标题  \\\n",
       "0         广州南方学院蚊子、苍蝇、蟑螂消杀及白蚁、红火蚁防治项目 招标公告   \n",
       "1   中山大学南方学院数字电路基础实验室、电路与模拟电子实验室设备采购项目招标公告   \n",
       "2                  中山大学南方学院垃圾清运和处理服务项目招标公告   \n",
       "3          中山大学南方学院2021年度维修、改造工程施工项目中标结果公示   \n",
       "4                     中山大学南方学院校舍家电采购项目招标公告   \n",
       "5                     中山大学南方学院办公电脑采购项目招标公告   \n",
       "6            中山大学南方学院2021年度维修、改造工程施工项目招标公告   \n",
       "7            中山大学南方学院2021年度维修、改造工程施工项目流标公告   \n",
       "8        中山大学南方学院2021年度维修、改造工程施工项目招标开标延期公告   \n",
       "9            中山大学南方学院2021年度维修、改造工程施工项目招标公告   \n",
       "10        中山大学南方学院网络技术与媒体研发平台实验室设备采购项目招标公告   \n",
       "11              中山大学南方学院计算机组成原理实验箱采购项目招标公告   \n",
       "12      中山大学南方学院2020-2021办公电脑采购项目​招标开标延期公告   \n",
       "13           中山大学南方学院2020-2021办公电脑采购项目招标公告   \n",
       "14               中山大学南方学院容灾自动备份系统采购项目 招标公告   \n",
       "15           中山大学南方学院九期教工宿舍家具采购和安装项目中标结果公示   \n",
       "16          中山大学南方学院嵌入式创新实验室家具采购项目招标开标延期公告   \n",
       "17                中山大学南方学院跨境电商平台系统采购项目招标公告   \n",
       "18       中山大学南方学院九期教工宿舍卫浴设施采购和安装项目招标开标延期公告   \n",
       "19              中山大学南方学院九期教工宿舍窗帘采购安装项目招标公告   \n",
       "\n",
       "                                                   链接          日期  \n",
       "0   https://www.nfu.edu.cn/ztb/ea8754261f26419080a...  2021-04-02  \n",
       "1   https://www.nfu.edu.cn/ztb/7226fe9acf3b4757b97...  2021-03-31  \n",
       "2   https://www.nfu.edu.cn/ztb/414b2db5e6c04f99be1...  2021-03-17  \n",
       "3   https://www.nfu.edu.cn/ztb/60c660848ef44283bca...  2021-03-11  \n",
       "4   https://www.nfu.edu.cn/ztb/c1f45c4ed6d24523b80...  2021-03-05  \n",
       "5   https://www.nfu.edu.cn/ztb/8de22fa69c5a4718a5d...  2021-03-03  \n",
       "6   https://www.nfu.edu.cn/ztb/84df006147494c74a06...  2021-01-26  \n",
       "7   https://www.nfu.edu.cn/ztb/5b6a96bc894e4901b90...  2021-01-25  \n",
       "8   https://www.nfu.edu.cn/ztb/cee6034ea34b4d37af1...  2021-01-05  \n",
       "9   https://www.nfu.edu.cn/ztb/2b0efb94d7bc43a69cf...  2020-12-11  \n",
       "10  https://www.nfu.edu.cn/ztb/4ca38f35a904483aa17...  2020-11-18  \n",
       "11  https://www.nfu.edu.cn/ztb/d9a43543bfc04b24960...  2020-11-13  \n",
       "12  https://www.nfu.edu.cn/ztb/a94be158ee2d45629fa...  2020-09-03  \n",
       "13  https://www.nfu.edu.cn/ztb/6c02c38297c94f82a0b...  2020-09-01  \n",
       "14  https://www.nfu.edu.cn/ztb/f312609072284e91884...  2020-08-15  \n",
       "15  https://www.nfu.edu.cn/ztb/711839de4a50406da99...  2020-08-14  \n",
       "16  https://www.nfu.edu.cn/ztb/ef39ea1df91b4208859...  2020-07-24  \n",
       "17  https://www.nfu.edu.cn/ztb/303ff597654847ad9fe...  2020-07-24  \n",
       "18  https://www.nfu.edu.cn/ztb/3c3b1ca74f0b47e1a6f...  2020-07-17  \n",
       "19  https://www.nfu.edu.cn/ztb/bb5be88f7b7f424dab2...  2020-07-17  "
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# pd.DataFrame 建构\n",
    "df = pd.DataFrame( {\n",
    "         \"标题\": r.html.xpath('//div[@class=\"news_title\"]/a/@title'),\n",
    "         \"链接\": list_URL,\n",
    "         \"日期\": r.html.xpath('//font[@class=\"right-more\"]/text()'),\n",
    "     } )\n",
    "df"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 实现翻页\n",
    "* 解析链接，找规律,猜最后一页是多少"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "https://www.nfu.edu.cn/ztb/index.htm\n",
      "https://www.nfu.edu.cn/ztb/index2.htm\n"
     ]
    }
   ],
   "source": [
    "# 查看第一条和第二条链接找规律\n",
    "url_01=r.url\n",
    "url_02=session.get('https://www.nfu.edu.cn/ztb/index2.htm').url\n",
    "print(url_01)\n",
    "print(url_02)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "22\n"
     ]
    }
   ],
   "source": [
    "# 查看有几页，假设的数字可以大一点\n",
    "for i in range(1,100):\n",
    "    r = session.get('https://www.nfu.edu.cn/ztb/index'+str(i)+'.htm')\n",
    "#    print(r.ststus_code)\n",
    "    if r.status_code != 200:\n",
    "        print(i)\n",
    "        break"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['https://www.nfu.edu.cn/ztb/index1.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index2.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index3.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index4.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index5.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index6.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index7.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index8.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index9.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index10.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index11.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index12.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index13.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index14.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index15.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index16.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index17.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index18.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index19.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index20.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index21.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index22.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index23.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index24.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index25.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index26.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index27.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index28.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index29.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index30.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index31.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index32.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index33.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index34.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index35.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index36.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index37.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index38.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index39.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index40.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index41.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index42.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index43.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index44.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index45.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index46.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index47.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index48.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index49.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index50.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index51.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index52.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index53.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index54.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index55.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index56.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index57.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index58.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index59.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index60.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index61.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index62.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index63.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index64.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index65.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index66.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index67.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index68.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index69.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index70.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index71.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index72.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index73.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index74.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index75.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index76.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index77.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index78.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index79.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index80.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index81.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index82.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index83.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index84.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index85.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index86.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index87.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index88.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index89.htm']"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 得出一共有89翻页，整合这些链接，没有包括第一页\n",
    "url_ztb_group = ['https://www.nfu.edu.cn/ztb/index'+str(i)+'.htm' for i in range(1,90)]\n",
    "url_ztb_group"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "# insert增加首页链接\n",
    "url_ztb_group.insert(0,'https://www.nfu.edu.cn/ztb/index.htm')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['https://www.nfu.edu.cn/ztb/index.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index1.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index2.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index3.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index4.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index5.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index6.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index7.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index8.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index9.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index10.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index11.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index12.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index13.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index14.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index15.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index16.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index17.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index18.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index19.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index20.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index21.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index22.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index23.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index24.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index25.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index26.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index27.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index28.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index29.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index30.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index31.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index32.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index33.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index34.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index35.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index36.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index37.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index38.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index39.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index40.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index41.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index42.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index43.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index44.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index45.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index46.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index47.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index48.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index49.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index50.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index51.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index52.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index53.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index54.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index55.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index56.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index57.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index58.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index59.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index60.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index61.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index62.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index63.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index64.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index65.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index66.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index67.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index68.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index69.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index70.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index71.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index72.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index73.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index74.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index75.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index76.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index77.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index78.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index79.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index80.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index81.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index82.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index83.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index84.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index85.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index86.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index87.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index88.htm',\n",
       " 'https://www.nfu.edu.cn/ztb/index89.htm']"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 看看最终url链接\n",
    "url_ztb_group"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 将所有数据批量存储"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "# 1、先批量存储为html文件\n",
    "for url in url_ztb_group:\n",
    "    r = session.get(url)\n",
    "\n",
    "# 设置存档html的名称\n",
    "    path = urllib.parse.urlparse(url).path\n",
    "    with open ('html_out/'+path, encoding = \"utf8\", mode = \"w\") as fp:\n",
    "        fp.write(r.html.html)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['index.htm', 'index1.htm', 'index10.htm', 'index11.htm', 'index12.htm', 'index13.htm', 'index14.htm', 'index15.htm', 'index16.htm', 'index17.htm', 'index18.htm', 'index19.htm', 'index2.htm', 'index20.htm', 'index21.htm', 'index22.htm', 'index23.htm', 'index24.htm', 'index25.htm', 'index26.htm', 'index27.htm', 'index28.htm', 'index29.htm', 'index3.htm', 'index30.htm', 'index31.htm', 'index32.htm', 'index33.htm', 'index34.htm', 'index35.htm', 'index36.htm', 'index37.htm', 'index38.htm', 'index39.htm', 'index4.htm', 'index40.htm', 'index41.htm', 'index42.htm', 'index43.htm', 'index44.htm', 'index45.htm', 'index46.htm', 'index47.htm', 'index48.htm', 'index49.htm', 'index5.htm', 'index50.htm', 'index51.htm', 'index52.htm', 'index53.htm', 'index54.htm', 'index55.htm', 'index56.htm', 'index57.htm', 'index58.htm', 'index59.htm', 'index6.htm', 'index60.htm', 'index61.htm', 'index62.htm', 'index63.htm', 'index64.htm', 'index65.htm', 'index66.htm', 'index67.htm', 'index68.htm', 'index69.htm', 'index7.htm', 'index70.htm', 'index71.htm', 'index72.htm', 'index73.htm', 'index74.htm', 'index75.htm', 'index76.htm', 'index77.htm', 'index78.htm', 'index79.htm', 'index8.htm', 'index80.htm', 'index81.htm', 'index82.htm', 'index83.htm', 'index84.htm', 'index85.htm', 'index86.htm', 'index87.htm', 'index88.htm', 'index89.htm', 'index9.htm']\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>标题</th>\n",
       "      <th>链接</th>\n",
       "      <th>日期</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "Empty DataFrame\n",
       "Columns: [标题, 链接, 日期]\n",
       "Index: []"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 2、循环遍历出结果\n",
    "import os\n",
    "\n",
    "list_df = []\n",
    "\n",
    "# 取出某文件夹中的文件的名称，组成列表，要自己先建文件夹\n",
    "files= os.listdir('html_out/xxyw/')\n",
    "print(files)\n",
    "\n",
    "for html in files:\n",
    "    with open('html_out/ztb/'+html,encoding='utf8',mode='r') as fp:\n",
    "        html_load = fp.read()\n",
    "        parsed = requests_html.soup_parse(html_load)\n",
    "        # 准备链接\n",
    "        list_URL = [urllib.parse.urlunparse\\\n",
    "([nfu_urlparse.scheme,nfu_urlparse.netloc,'/'+ nfu_urlparse.path.split('/')[1] +'/' + detail_url,'','',''])\\\n",
    "for detail_url in r.html.xpath('//div[@class=\"news_title\"]/a/@href')]\n",
    "        \n",
    "        df = pd.DataFrame( {\n",
    "         \"标题\": r.html.xpath('//div[@class=\"news_title\"]/a/@title'),\n",
    "         \"链接\": list_URL,\n",
    "         \"日期\": r.html.xpath('//font[@class=\"right-more\"]/text()'),\n",
    "     } )\n",
    "        list_df.append(df)\n",
    "display(df)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>index</th>\n",
       "      <th>标题</th>\n",
       "      <th>链接</th>\n",
       "      <th>日期</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>广州南方学院蚊子、苍蝇、蟑螂消杀及白蚁、红火蚁防治项目 招标公告</td>\n",
       "      <td>https://www.nfu.edu.cn/ztb/ea8754261f26419080a...</td>\n",
       "      <td>2021-04-02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>720</th>\n",
       "      <td>0</td>\n",
       "      <td>广州南方学院蚊子、苍蝇、蟑螂消杀及白蚁、红火蚁防治项目 招标公告</td>\n",
       "      <td>https://www.nfu.edu.cn/ztb/ea8754261f26419080a...</td>\n",
       "      <td>2021-04-02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>560</th>\n",
       "      <td>0</td>\n",
       "      <td>广州南方学院蚊子、苍蝇、蟑螂消杀及白蚁、红火蚁防治项目 招标公告</td>\n",
       "      <td>https://www.nfu.edu.cn/ztb/ea8754261f26419080a...</td>\n",
       "      <td>2021-04-02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>580</th>\n",
       "      <td>0</td>\n",
       "      <td>广州南方学院蚊子、苍蝇、蟑螂消杀及白蚁、红火蚁防治项目 招标公告</td>\n",
       "      <td>https://www.nfu.edu.cn/ztb/ea8754261f26419080a...</td>\n",
       "      <td>2021-04-02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>600</th>\n",
       "      <td>0</td>\n",
       "      <td>广州南方学院蚊子、苍蝇、蟑螂消杀及白蚁、红火蚁防治项目 招标公告</td>\n",
       "      <td>https://www.nfu.edu.cn/ztb/ea8754261f26419080a...</td>\n",
       "      <td>2021-04-02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>299</th>\n",
       "      <td>19</td>\n",
       "      <td>中山大学南方学院九期教工宿舍窗帘采购安装项目招标公告</td>\n",
       "      <td>https://www.nfu.edu.cn/ztb/bb5be88f7b7f424dab2...</td>\n",
       "      <td>2020-07-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1299</th>\n",
       "      <td>19</td>\n",
       "      <td>中山大学南方学院九期教工宿舍窗帘采购安装项目招标公告</td>\n",
       "      <td>https://www.nfu.edu.cn/ztb/bb5be88f7b7f424dab2...</td>\n",
       "      <td>2020-07-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1298</th>\n",
       "      <td>18</td>\n",
       "      <td>中山大学南方学院九期教工宿舍卫浴设施采购和安装项目招标开标延期公告</td>\n",
       "      <td>https://www.nfu.edu.cn/ztb/3c3b1ca74f0b47e1a6f...</td>\n",
       "      <td>2020-07-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1279</th>\n",
       "      <td>19</td>\n",
       "      <td>中山大学南方学院九期教工宿舍窗帘采购安装项目招标公告</td>\n",
       "      <td>https://www.nfu.edu.cn/ztb/bb5be88f7b7f424dab2...</td>\n",
       "      <td>2020-07-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1799</th>\n",
       "      <td>19</td>\n",
       "      <td>中山大学南方学院九期教工宿舍窗帘采购安装项目招标公告</td>\n",
       "      <td>https://www.nfu.edu.cn/ztb/bb5be88f7b7f424dab2...</td>\n",
       "      <td>2020-07-17</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1800 rows × 4 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      index                                 标题  \\\n",
       "0         0   广州南方学院蚊子、苍蝇、蟑螂消杀及白蚁、红火蚁防治项目 招标公告   \n",
       "720       0   广州南方学院蚊子、苍蝇、蟑螂消杀及白蚁、红火蚁防治项目 招标公告   \n",
       "560       0   广州南方学院蚊子、苍蝇、蟑螂消杀及白蚁、红火蚁防治项目 招标公告   \n",
       "580       0   广州南方学院蚊子、苍蝇、蟑螂消杀及白蚁、红火蚁防治项目 招标公告   \n",
       "600       0   广州南方学院蚊子、苍蝇、蟑螂消杀及白蚁、红火蚁防治项目 招标公告   \n",
       "...     ...                                ...   \n",
       "299      19         中山大学南方学院九期教工宿舍窗帘采购安装项目招标公告   \n",
       "1299     19         中山大学南方学院九期教工宿舍窗帘采购安装项目招标公告   \n",
       "1298     18  中山大学南方学院九期教工宿舍卫浴设施采购和安装项目招标开标延期公告   \n",
       "1279     19         中山大学南方学院九期教工宿舍窗帘采购安装项目招标公告   \n",
       "1799     19         中山大学南方学院九期教工宿舍窗帘采购安装项目招标公告   \n",
       "\n",
       "                                                     链接          日期  \n",
       "0     https://www.nfu.edu.cn/ztb/ea8754261f26419080a...  2021-04-02  \n",
       "720   https://www.nfu.edu.cn/ztb/ea8754261f26419080a...  2021-04-02  \n",
       "560   https://www.nfu.edu.cn/ztb/ea8754261f26419080a...  2021-04-02  \n",
       "580   https://www.nfu.edu.cn/ztb/ea8754261f26419080a...  2021-04-02  \n",
       "600   https://www.nfu.edu.cn/ztb/ea8754261f26419080a...  2021-04-02  \n",
       "...                                                 ...         ...  \n",
       "299   https://www.nfu.edu.cn/ztb/bb5be88f7b7f424dab2...  2020-07-17  \n",
       "1299  https://www.nfu.edu.cn/ztb/bb5be88f7b7f424dab2...  2020-07-17  \n",
       "1298  https://www.nfu.edu.cn/ztb/3c3b1ca74f0b47e1a6f...  2020-07-17  \n",
       "1279  https://www.nfu.edu.cn/ztb/bb5be88f7b7f424dab2...  2020-07-17  \n",
       "1799  https://www.nfu.edu.cn/ztb/bb5be88f7b7f424dab2...  2020-07-17  \n",
       "\n",
       "[1800 rows x 4 columns]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 3、拼接表格，并排序       \n",
    "df_all = pd.concat(list_df).reset_index().sort_values(by='日期',ascending=False)\n",
    "display(df_all)    \n",
    "\n",
    "with pd.ExcelWriter('data_out/nfu_官网.xlsx',mode='w',engine=\"openpyxl\") as writer:  \n",
    "            df_all.to_excel(writer, sheet_name='招投标')"
   ]
  },
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   "source": []
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